{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# PIL（Python Imageing Library）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install pillow"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "（1）打开、保存、显示图像"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "RGB (512, 512) None\n"
     ]
    }
   ],
   "source": [
    "from PIL import Image\n",
    "image = Image.open('../images/lena.png')\n",
    "image = image.convert('RGB')\n",
    "image.show()\n",
    "image.save('leana_copy.jpg')\n",
    "print(image.mode, image.size, image.format)\n",
    "# RGB (481, 321) JPEG"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "（2）裁剪、旋转和改变图像大小"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "box = (100, 100, 300, 300)\n",
    "region = image.crop(box)\n",
    "region = region.transpose(Image.ROTATE_180)\n",
    "image.paste(region, box)\n",
    "image.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "（3）与 Numpy 数组之间的转化"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(512, 512, 3)\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "array = np.array(image)\n",
    "print(array.shape) #(321, 481, 3)\n",
    "out = Image.fromarray(array)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Matplotlib\n",
    "处理数学运算、绘制图表，或者在图像上绘制点、直线和曲线时，Matplotlib是个很好的类库。Matplotlib可以绘制出高质量的图表。Matplotlib中的PyLab接口包含很多方便用户创建图像的函数。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install matplotlib"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "（1）绘制图像、点和线"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from PIL import Image \n",
    "from pylab import *\n",
    "\n",
    "#读取图像\n",
    "im = array(Image.open('../images/lena.png'))\n",
    "imshow(im)\n",
    "x = [100,100,400,400]\n",
    "y =[200,500,200,500]\n",
    "#绘制点\n",
    "plot(x,y,'r*')\n",
    "#绘制连接前两个点的线\n",
    "plot(x[:2],y[:2])\n",
    "title('Plotting: \"Lena.png\"')\n",
    "show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x1a4b0011010>]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot(x,y)       #默认为蓝色实线\n",
    "plot(x,y,'r*')    #红色星状标记\n",
    "plot(x,y,'go-')   #带有圆圈标记的绿线\n",
    "plot(x,y,'ks:')   #带有正方形标记的黑色点线"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "（2）图像轮廓和直方图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(np.float64(0.5), np.float64(511.5), np.float64(0.5), np.float64(511.5))"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from PIL import Image\n",
    "from pylab import *\n",
    "#读取图像\n",
    "im = array(Image.open('../images/lena.png').convert('L'))\n",
    "#新建一个图像\n",
    "figure()\n",
    "gray()\n",
    "#显示轮廓图像\n",
    "contour(im,origin='image')\n",
    "axis('equal')\n",
    "axis('off')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "figure()\n",
    "hist(im.flatten(),128)\n",
    "show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "（3）交互式标注"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Please click 3 points\n",
      "you clicked: [(np.float64(196.39466089466086), np.float64(195.84054834054837)), (np.float64(273.9704184704184), np.float64(275.2633477633478)), (np.float64(206.55339105339104), np.float64(352.83910533910534))]\n"
     ]
    }
   ],
   "source": [
    "# 确保使用交互式后端\n",
    "import matplotlib\n",
    "matplotlib.use('TkAgg')  \n",
    "\n",
    "from PIL import Image\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 读取图像\n",
    "im = Image.open('../images/lena.png')\n",
    "    \n",
    "# 转换为numpy数组\n",
    "im_array = np.array(im)\n",
    "\n",
    "# 显示图像\n",
    "plt.figure()\n",
    "plt.imshow(im_array)\n",
    "plt.axis('on')  # 显示坐标轴\n",
    "plt.title('Click 3 points on the image')\n",
    "\n",
    "print('Please click 3 points')\n",
    "points = plt.ginput(3)  # 获取用户点击的3个点\n",
    "print('you clicked:', points)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Numpy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install numpy"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "使用numpy中的arange()函数生成NumPy数组："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0 1 2 3 4 5 6 7 8 9]\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "x = np.arange(10)\n",
    "print(x)  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "在Python中排列成类数组结构的数值数据可以通过使用array()函数转换为数组。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2 3 1 0]\n"
     ]
    }
   ],
   "source": [
    "x = np.array([2,3,1,0],dtype=np.int8)\n",
    "print(x)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "NumPy数组对象的元素可以通过索引或切片来访问和修改，切片操作与Python中list切片相同："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1 4]\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "# 创建0-9的数组（arange而不是arrange）\n",
    "x1 = np.arange(10)  # 注意这里是arange不是arrange\n",
    "\n",
    "# 创建切片对象\n",
    "x2 = slice(1, 5, 3)\n",
    "\n",
    "# 使用切片对象访问数组（使用x2而不是s）\n",
    "print(x1[x2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[0 1 2]\n",
      " [1 2 3]\n",
      " [2 3 4]\n",
      " [3 4 5]]\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "x1 = np.array([[0,0,0],\n",
    "\t\t\t  [1,1,1],\n",
    "\t\t\t  [2,2,2],\n",
    "\t\t\t  [3,3,3]])\n",
    "x2 = np.array([0,1,2])\n",
    "print(x1 + x2)\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
